Failure prediction based on log files using Random Indexing and Support Vector Machines

Author:

Fronza Ilenia,Sillitti Alberto,Succi Giancarlo,Terho Mikko,Vlasenko Jelena

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference69 articles.

1. An Overview of the bluegene/l supercomputer;Adiga,2002

2. Applying support vector machines to imbalanced datasets;Akbani;Machine Learning,2004

3. The relationship between variable and data augmentation and a method of prediction;Allen;Technometrics,1974

4. WilcoxCV: an R package for fast variable selection in cross-validation;Boulesteix;Bioinformatics,2007

5. Support vector machines experts for time series forecasting;Cao;Neurocomputing,2003

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